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ORCIDTheocharis Theocharides
Theo Theocharides
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- affiliation: University of Cyprus, Nicosia, Cyprus
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2020 – today
- 2024
[j92]Andy D. Pimentel
, Valeria Bertacco, Aida Todri-Sanial, Theocharis Theocharides:
DATE 2024: Consolidating the New Conference Format. IEEE Des. Test 41(5): 87-94 (2024)- [j91]Andreas Kouloumpris, Georgios L. Stavrinides, Maria K. Michael, Theocharis Theocharides:
An optimization framework for task allocation in the edge/hub/cloud paradigm. Future Gener. Comput. Syst. 155: 354-366 (2024) - [j90]Theocharis Theocharides, Charlotte Frenkel, Lukas Cavigelli:
Introduction to the Special Issue on tinyML. ACM Trans. Embed. Comput. Syst. 23(3): 40:1-40:5 (2024) - [c82]Andreas Papachristodoulou, Christos Kyrkou, Stelios Timotheou, Theocharis Theocharides:
Convolutional Channel-Wise Competitive Learning for the Forward-Forward Algorithm. AAAI 2024: 14536-14544 - [c81]Andreas Kouloumpris, Georgios L. Stavrinides, Maria K. Michael, Theocharis Theocharides:
Optimal Multi-Constrained Workflow Scheduling for Cyber-Physical Systems in the Edge-Cloud Continuum. COMPSAC 2024: 483-492 - [c80]Rafaella Elia, Theocharis Theocharides:
Embedded and Real-Time Anomalous Command Classification in Unmanned Ground Vehicle Operations. VLSI-SoC 2024: 1-6 - [i26]Savvas Papaioannou, Panayiotis Kolios, Theocharis Theocharides, Christos G. Panayiotou, Marios M. Polycarpou:
Cooperative Receding Horizon 3D Coverage Control with a Team of Networked Aerial Agents. CoRR abs/2401.15674 (2024) - 2023
- [j89]Andreas G. Savva, Theocharis Theocharides, Chrysostomos Nicopoulos:
Robustness of Artificial Neural Networks Based on Weight Alterations Used for Prediction Purposes. Algorithms 16(7): 322 (2023) - [j88]Christos Kyrkou, Panayiotis Kolios, Theocharis Theocharides, Marios M. Polycarpou:
Machine Learning for Emergency Management: A Survey and Future Outlook. Proc. IEEE 111(1): 19-41 (2023) - [j87]Savvas Papaioannou, Panayiotis Kolios, Theocharis Theocharides, Christos G. Panayiotou, Marios M. Polycarpou:
Integrated Guidance and Gimbal Control for Coverage Planning With Visibility Constraints. IEEE Trans. Aerosp. Electron. Syst. 59(2): 1276-1291 (2023) - [j86]Savvas Papaioannou, Panayiotis Kolios, Theocharis Theocharides, Christos G. Panayiotou, Marios M. Polycarpou:
Distributed Search Planning in 3-D Environments With a Dynamically Varying Number of Agents. IEEE Trans. Syst. Man Cybern. Syst. 53(7): 4117-4130 (2023) - [c79]Shahid Siddiqui, Christos Kyrkou, Theocharis Theocharides:
True Rank Guided Efficient Neural Architecture Search for End to End Low-Complexity Network Discovery. CAIP (1) 2023: 25-34 - [c78]Savvas Papaioannou, Panayiotis Kolios, Theocharis Theocharides, Christos G. Panayiotou, Marios M. Polycarpou:
Cooperative Receding Horizon 3D Coverage Control with a Team of Networked Aerial Agents. CDC 2023: 4399-4404 - [c77]Andreas Papachristodoulou, Christos Kyrkou, Stelios Timotheou, Theocharis Theocharides:
Introducing Convolutional Channel-wise Goodness in Forward-Forward Learning. ESANN 2023 - [c76]Savvas Papaioannou, Christos Laoudias, Panayiotis Kolios, Theocharis Theocharides, Christos G. Panayiotou:
Joint Estimation and Control for Multi-Target Passive Monitoring with an Autonomous UAV Agent. MED 2023: 176-181 - [i25]Savvas Papaioannou, Panayiotis Kolios, Theocharis Theocharides, Christos G. Panayiotou, Marios M. Polycarpou:
Decentralized Search and Track with Multiple Autonomous Agents. CoRR abs/2302.00515 (2023) - [i24]Savvas Papaioannou, Panayiotis Kolios, Theocharis Theocharides, Christos G. Panayiotou, Marios M. Polycarpou:
Probabilistic Search and Track with Multiple Mobile Agents. CoRR abs/2302.00518 (2023) - [i23]Savvas Papaioannou, Panayiotis Kolios, Theocharis Theocharides, Christos G. Panayiotou, Marios M. Polycarpou:
Jointly-Optimized Searching and Tracking with Random Finite Sets. CoRR abs/2302.01845 (2023) - [i22]Savvas Papaioannou, Panayiotis Kolios, Theocharis Theocharides, Christos G. Panayiotou, Marios M. Polycarpou:
A Cooperative Multi-Agent Probabilistic Framework for Search and Track Missions. CoRR abs/2302.10723 (2023) - [i21]Savvas Papaioannou, Panayiotis Kolios, Theocharis Theocharides, Christos G. Panayiotou, Marios M. Polycarpou:
3D Trajectory Planning for UAV-based Search Missions: An Integrated Assessment and Search Planning Approach. CoRR abs/2302.12587 (2023) - [i20]Savvas Papaioannou, Panayiotis Kolios, Theocharis Theocharides, Christos G. Panayiotou, Marios M. Polycarpou:
Towards Automated 3D Search Planning for Emergency Response Missions. CoRR abs/2304.03570 (2023) - [i19]Savvas Papaioannou, Panayiotis Kolios, Theocharis Theocharides, Christos G. Panayiotou, Marios M. Polycarpou:
Distributed Search Planning in 3-D Environments With a Dynamically Varying Number of Agents. CoRR abs/2304.08932 (2023) - [i18]Savvas Papaioannou, Panayiotis Kolios, Theocharis Theocharides, Christos G. Panayiotou, Marios M. Polycarpou:
Integrated Ray-Tracing and Coverage Planning Control using Reinforcement Learning. CoRR abs/2304.09631 (2023) - [i17]Savvas Papaioannou, Panayiotis Kolios, Theocharis Theocharides, Christos G. Panayiotou, Marios M. Polycarpou:
UAV-based Receding Horizon Control for 3D Inspection Planning. CoRR abs/2304.10201 (2023) - [i16]Savvas Papaioannou, Panayiotis Kolios, Theocharis Theocharides, Christos G. Panayiotou, Marios M. Polycarpou:
Integrated Guidance and Gimbal Control for Coverage Planning With Visibility Constraints. CoRR abs/2305.12999 (2023) - [i15]Savvas Papaioannou, Panayiotis Kolios, Theocharis Theocharides, Christos G. Panayiotou, Marios M. Polycarpou:
Unscented Optimal Control for 3D Coverage Planning with an Autonomous UAV Agent. CoRR abs/2306.17588 (2023) - [i14]Savvas Papaioannou, Christos Laoudias, Panayiotis Kolios, Theocharis Theocharides, Christos G. Panayiotou:
Joint Estimation and Control for Multi-Target Passive Monitoring with an Autonomous UAV Agent. CoRR abs/2307.06633 (2023) - [i13]Andreas Papachristodoulou, Christos Kyrkou, Stelios Timotheou, Theocharis Theocharides:
Convolutional Channel-wise Competitive Learning for the Forward-Forward Algorithm. CoRR abs/2312.12668 (2023) - 2022
- [j85]Rafaella Elia, George Plastiras, Eva Pettemeridou, Antonis Savva, Theocharis Theocharides:
A real-world data collection framework for a fused dataset creation for joint human and remotely operated vehicle monitoring and anomalous command detection. CAAI Trans. Intell. Technol. 7(3): 432-445 (2022) - [j84]Theo Theocharides:
TTTC News. IEEE Des. Test 39(1): 100-101 (2022) - [j83]Theo Theocharides:
TTTC News. IEEE Des. Test 39(2): 129-130 (2022) - [j82]Muhammad Shafique, Theocharis Theocharides, Hai Li, Chun Jason Xue:
Introduction to the Special Issue on Accelerating AI on the Edge - Part 1. ACM Trans. Embed. Comput. Syst. 21(5): 47:1-47:5 (2022) - [j81]Muhammad Shafique, Theocharis Theocharides, Hai (Helen) Li, Chun Jason Xue:
Introduction to the Special Issue on Accelerating AI on the Edge - Part 2. ACM Trans. Embed. Comput. Syst. 21(6): 67:1-67:5 (2022) - [c75]Savvas Papaioannou, Panayiotis Kolios, Theocharis Theocharides, Christos G. Panayiotou, Marios M. Polycarpou:
Integrated Ray-Tracing and Coverage Planning Control using Reinforcement Learning. CDC 2022: 7200-7207 - [c74]Mohsin Kamal, Christos Kyrkou, Nikos Piperigkos, Andreas Papandreou, Andreas Kloukiniotis, Jordi Casademont, Natlia Porras Mateu, Daniel Baos Castillo, Rodrigo Diaz Rodriguez, Nicola Gregorio Durante, Peter Hofmann, Petros Kapsalas, Aris S. Lalos, Konstantinos Moustakas, Christos Laoudias, Theocharis Theocharides, Georgios Ellinas:
A Comprehensive Solution for Securing Connected and Autonomous Vehicles. DATE 2022: 790-795 - [c73]Dimitris Papatheodoulou, Pavlos Pavlou, Stelios G. Vrachimis, Kleanthis Malialis, Demetrios G. Eliades, Theocharis Theocharides:
A Multi-label Time Series Classification Approach for Non-intrusive Water End-Use Monitoring. AIAI (2) 2022: 53-66 - [c72]Koorosh Aslansefat, Panagiota Nikolaou, Martin Walker, Mohammed Naveed Akram, Ioannis Sorokos, Jan Reich, Panayiotis Kolios, Maria K. Michael, Theocharis Theocharides, Georgios Ellinas, Daniel Schneider, Yiannis Papadopoulos:
SafeDrones: Real-Time Reliability Evaluation of UAVs Using Executable Digital Dependable Identities. IMBSA 2022: 252-266 - [c71]Adil Farooq, Antreas Anastasiou, Nicolas Souli, Christos Laoudias, Panayiotis S. Kolios, Theocharis Theocharides:
UAV Autonomous Indoor Exploration and Mapping for SAR Missions: Reflections from the ICUAS 2022 Competition. UR 2022: 621-626 - [c70]Michalis Piponidis, Panayiotis Aristodemou, Theocharis Theocharides:
Towards a Fully Autonomous UAV Controller for Moving Platform Detection and Landing. VLSID 2022: 180-185 - [c69]Rafael Makrigiorgis, Nicolas Hadjittoouli, Christos Kyrkou, Theocharis Theocharides:
AirCamRTM: Enhancing Vehicle Detection for Efficient Aerial Camera-based Road Traffic Monitoring. WACV 2022: 3431-3440 - [i12]Adil Farooq, Christos Laoudias, Panayiotis S. Kolios, Theocharis Theocharides:
Quantitative and Qualitative Assessment of Indoor Exploration Algorithms for Autonomous UAVs. CoRR abs/2205.13801 (2022) - [i11]Koorosh Aslansefat, Panagiota Nikolaou, Martin Walker, Mohammed Naveed Akram, Ioannis Sorokos, Jan Reich, Panayiotis Kolios, Maria K. Michael, Theocharis Theocharides, Georgios Ellinas, Daniel Schneider, Yiannis Papadopoulos:
SafeDrones: Real-Time Reliability Evaluation of UAVs using Executable Digital Dependable Identities. CoRR abs/2207.05643 (2022) - [i10]Dimitris Papatheodoulou, Pavlos Pavlou, Stelios G. Vrachimis, Kleanthis Malialis, Demetrios G. Eliades, Theocharis Theocharides:
A Multi-label Time Series Classification Approach for Non-intrusive Water End-Use Monitoring. CoRR abs/2210.00089 (2022) - [i9]Michalis Piponidis, Panayiotis Aristodemou, Theocharis Theocharides:
Towards a Fully Autonomous UAV Controller for Moving Platform Detection and Landing. CoRR abs/2210.08120 (2022) - 2021
- [j80]Theo Theocharides:
TTTC Newsletter Jan Feb 2021. IEEE Des. Test 38(1): 81-82 (2021) - [j79]Theo Theocharides:
TTTC News. IEEE Des. Test 38(2): 102-103 (2021) - [j78]Theo Theocharides:
TTTC News. IEEE Des. Test 38(3): 125-126 (2021) - [j77]Theo Theocharides:
TTTC News. IEEE Des. Test 38(4): 133-134 (2021) - [j76]Theo Theocharides:
TTTC News. IEEE Des. Test 38(5): 134-135 (2021) - [j75]Theo Theocharides:
TTTC News. IEEE Des. Test 38(6): 97-98 (2021) - [j74]Savvas Papaioannou, Panayiotis Kolios, Theocharis Theocharides, Christos G. Panayiotou, Marios M. Polycarpou:
Towards Automated 3D Search Planning for Emergency Response Missions. J. Intell. Robotic Syst. 103(1): 2 (2021) - [j73]Savvas Papaioannou, Panayiotis Kolios, Theocharis Theocharides, Christos G. Panayiotou, Marios M. Polycarpou:
A Cooperative Multiagent Probabilistic Framework for Search and Track Missions. IEEE Trans. Control. Netw. Syst. 8(2): 847-858 (2021) - [c68]Muhammad Shafique, Theocharis Theocharides, Vijay Janapa Reddi, Boris Murmann:
TinyML: Current Progress, Research Challenges, and Future Roadmap. DAC 2021: 1303-1306 - [c67]Panayiotis Corneliou, Panagiota Nikolaou, Maria K. Michael, Theocharis Theocharides:
Fine-Grained Vulnerability Analysis of Resource Constrained Neural Inference Accelerators. DFT 2021: 1-6 - [c66]Andreas Papachristodoulou, Christos Kyrkou, Theocharis Theocharides:
DriveGuard: Robustification of Automated Driving Systems with Deep Spatio-Temporal Convolutional Autoencoder. WACV (Workshops) 2021: 107-116 - [e2]Nicolas Tsapatsoulis, Andreas Panayides, Theo Theocharides, Andreas Lanitis, Constantinos S. Pattichis, Mario Vento:
Computer Analysis of Images and Patterns - 19th International Conference, CAIP 2021, Virtual Event, September 28-30, 2021, Proceedings, Part I. Lecture Notes in Computer Science 13052, Springer 2021, ISBN 978-3-030-89127-5 [contents] - [e1]Nicolas Tsapatsoulis, Andreas Panayides, Theo Theocharides, Andreas Lanitis, Constantinos S. Pattichis, Mario Vento:
Computer Analysis of Images and Patterns - 19th International Conference, CAIP 2021, Virtual Event, September 28-30, 2021, Proceedings, Part II. Lecture Notes in Computer Science 13053, Springer 2021, ISBN 978-3-030-89130-5 [contents] - [i8]Muhammad Shafique, Mahum Naseer, Theocharis Theocharides, Christos Kyrkou, Onur Mutlu, Lois Orosa, Jungwook Choi:
Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road Ahead. CoRR abs/2101.02559 (2021) - [i7]Christos Kyrkou, Theocharis Theocharides:
EmergencyNet: Efficient Aerial Image Classification for Drone-Based Emergency Monitoring Using Atrous Convolutional Feature Fusion. CoRR abs/2104.14006 (2021) - [i6]Andreas Papachristodoulou, Christos Kyrkou, Theocharis Theocharides:
DriveGuard: Robustification of Automated Driving Systems with Deep Spatio-Temporal Convolutional Autoencoder. CoRR abs/2111.03480 (2021) - 2020
- [j72]Theo Theocharides:
TTTC Newsletter. IEEE Des. Test 37(1): 102-103 (2020) - [j71]Theocharis Theocharides, Muhammad Shafique, Jungwook Choi, Onur Mutlu:
Guest Editorial: Robust Resource-Constrained Systems for Machine Learning. IEEE Des. Test 37(2): 5-7 (2020) - [j70]Muhammad Shafique, Mahum Naseer, Theocharis Theocharides, Christos Kyrkou, Onur Mutlu, Lois Orosa, Jungwook Choi:
Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road Ahead. IEEE Des. Test 37(2): 30-57 (2020) - [j69]Theo Theocharides:
TTTC Newsletter. IEEE Des. Test 37(2): 124-126 (2020) - [j68]Theo Theocharides:
TTTC Newsletter. IEEE Des. Test 37(3): 125-126 (2020) - [j67]Theo Theocharides:
TTTC Newsletter. IEEE Des. Test 37(4): 109-110 (2020) - [j66]Theo Theocharides:
TTTC Newsletter. IEEE Des. Test 37(5): 94-95 (2020) - [j65]Theo Theocharides:
TTTC Newsletter. IEEE Des. Test 37(6): 102-103 (2020) - [j64]Giuseppe Conti, Christos Kyrkou, Theocharis Theocharides, Gustavo Hernández-Peñaloza, David Jiménez:
A novel FPGA-based test-bench framework for SDI stream verification. EURASIP J. Image Video Process. 2020(1): 31 (2020) - [j63]Giuseppe Conti, Christos Kyrkou, Theocharis Theocharides, Gustavo Hernández-Peñaloza, David Jiménez:
Correction to: A novel FPGA-based test-bench framework for SDI stream verification. EURASIP J. Image Video Process. 2020(1): 45 (2020) - [j62]Christos Kyrkou, Theocharis Theocharides:
EmergencyNet: Efficient Aerial Image Classification for Drone-Based Emergency Monitoring Using Atrous Convolutional Feature Fusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 1687-1699 (2020) - [j61]Savvas Papaioannou, Panayiotis Kolios, Theocharis Theocharides, Christos G. Panayiotou, Marios M. Polycarpou:
Jointly-Optimized Searching and Tracking with Random Finite Sets. IEEE Trans. Mob. Comput. 19(10): 2374-2391 (2020) - [c65]George Plastiras, Shahid Siddiqui, Christos Kyrkou, Theocharis Theocharides:
Efficient Embedded Deep Neural-Network-based Object Detection Via Joint Quantization and Tiling. AICAS 2020: 6-10 - [c64]Shahid Siddiqui, Christos Kyrkou, Theocharis Theocharides:
Operation and Topology Aware Fast Differentiable Architecture Search. ICPR 2020: 9666-9673 - [c63]Kristen Jaskie, Joshua Martin, Sunil Rao, Wendy Barnard, Photini Spanias, Elias Kyriakides, Yiannis Tofis, Lenos Hadjidemetriou, Maria K. Michael, Theocharis Theocharides, Stella K. Hadjistassou, Andreas Spanias:
IRES Program in Sensors and Machine Learning for Energy Systems. IISA 2020: 1-5 - [c62]Andreas Kouloumpris, Theocharis Theocharides, Maria K. Michael:
Cost-Effective Time-Redundancy Based Optimal Task Allocation for the Edge-Hub-Cloud Systems. ISVLSI 2020: 368-373 - [c61]Christos Kyrkou, Andreas Papachristodoulou, Andreas Kloukiniotis, Andreas Papandreou, Aris S. Lalos, Konstantinos Moustakas, Theocharis Theocharides:
Towards Artificial-Intelligence-Based Cybersecurity for Robustifying Automated Driving Systems Against Camera Sensor Attacks. ISVLSI 2020: 476-481 - [c60]Rafael Makrigiorgis, Panayiotis Kolios, Stelios Timotheou, Theocharis Theocharides, Christos G. Panayiotou:
Extracting the fundamental diagram from aerial footage. VTC Spring 2020: 1-5 - [i5]Rafael Makrigiorgis, Panayiotis Kolios, Stelios Timotheou, Theocharis Theocharides, Christos G. Panayiotou:
Extracting the fundamental diagram from aerial footage. CoRR abs/2007.03227 (2020)
2010 – 2019
- 2019
- [j60]Neeraj Kumar, Deepak Puthal, Theocharis Theocharides, Saraju P. Mohanty:
Unmanned Aerial Vehicles in Consumer Applications: New Applications in Current and Future Smart Environments. IEEE Consumer Electron. Mag. 8(3): 66-67 (2019) - [j59]Theo Theocharides:
TTTC Newsletter. IEEE Des. Test 36(1): 70-71 (2019) - [j58]Theo Theocharides:
TTTC Newsletter. IEEE Des. Test 36(2): 101-102 (2019) - [j57]Theo Theocharides:
TTTC Newsletter. IEEE Des. Test 36(3): 126-127 (2019) - [j56]Theo Theocharides:
TTTC Newsletter. IEEE Des. Test 36(4): 62-63 (2019) - [j55]Theo Theocharides:
TTTC Newsletter. IEEE Des. Test 36(5): 62-63 (2019) - [j54]Theo Theocharides:
TTTC Newsletter. IEEE Des. Test 36(6): 86-87 (2019) - [c59]Savvas Papaioannou, Panayiotis Kolios, Theocharis Theocharides, Christos G. Panayiotou, Marios M. Polycarpou:
Decentralized Search and Track with Multiple Autonomous Agents. CDC 2019: 909-915 - [c58]Andreas Kouloumpris, Theocharis Theocharides, Maria K. Michael:
Metis: Optimal Task Allocation Framework for the Edge/Hub/Cloud Paradigm. COINS 2019: 128-133 - [c57]Christos Kyrkou, Theocharis Theocharides:
Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles. CVPR Workshops 2019: 517-525 - [c56]Jeff Jun Zhang, Kang Liu, Faiq Khalid, Muhammad Abdullah Hanif, Semeen Rehman, Theocharis Theocharides, Alessandro Artussi, Muhammad Shafique, Siddharth Garg:
Building Robust Machine Learning Systems: Current Progress, Research Challenges, and Opportunities. DAC 2019: 175 - [c55]George Plastiras, Christos Kyrkou, Theocharis Theocharides:
EdgeNet: Balancing Accuracy and Performance for Edge-based Convolutional Neural Network Object Detectors. ICDSC 2019: 8:1-8:6 - [c54]Maria Terzi, Antreas Anastasiou, Panayiotis Kolios, Christos G. Panayiotou, Theocharis Theocharides:
SWIFTERS: A Multi-UAV Platform for Disaster Management. ICT-DM 2019: 1-7 - [c53]Andreas Kouloumpris, Maria K. Michael, Theocharis Theocharides:
Reliability-Aware Task Allocation Latency Optimization in Edge Computing. IOLTS 2019: 200-203 - [c52]Alberto Marchisio, Muhammad Abdullah Hanif, Faiq Khalid, George Plastiras, Christos Kyrkou, Theocharis Theocharides, Muhammad Shafique:
Deep Learning for Edge Computing: Current Trends, Cross-Layer Optimizations, and Open Research Challenges. ISVLSI 2019: 553-559 - [c51]Rafaella Elia, George Plastiras, Theocharis Theocharides:
Towards an Embedded and Real-Time Joint Human-Machine Monitoring Framework: Dataset optimization Techniques for Anomaly Detection. VLSI-SoC 2019: 341-346 - [i4]Christos Kyrkou, Theocharis Theocharides:
Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles. CoRR abs/1906.08716 (2019) - [i3]George Plastiras, Christos Kyrkou, Theocharis Theocharides:
Efficient ConvNet-based Object Detection for Unmanned Aerial Vehicles by Selective Tile Processing. CoRR abs/1911.06073 (2019) - [i2]George Plastiras, Christos Kyrkou, Theocharis Theocharides:
EdgeNet: Balancing Accuracy and Performance for Edge-based Convolutional Neural Network Object Detectors. CoRR abs/1911.06091 (2019) - 2018
- [j53]Theo Theocharides:
TTTC Newsletter. IEEE Des. Test 35(1): 102-103 (2018) - [j52]Theo Theocharides:
TTTC Newsletter. IEEE Des. Test 35(2): 106-107 (2018) - [j51]Theo Theocharides:
TTTC News. IEEE Des. Test 35(3): 102-103 (2018) - [j50]Theo Theocharides:
TTTC News. IEEE Des. Test 35(4): 78-79 (2018) - [j49]Theo Theocharides:
TTTC Newsletter. IEEE Des. Test 35(5): 78-79 (2018) - [j48]Theo Theocharides:
TTTC Newsletter. IEEE Des. Test 35(6): 98-99 (2018) - [j47]Christos Kyrkou, Theocharis Theocharides, Christos-Savvas Bouganis, Marios M. Polycarpou:
Boosting the Hardware-Efficiency of Cascade Support Vector Machines for Embedded Classification Applications. Int. J. Parallel Program. 46(6): 1220-1246 (2018) - [j46]Christos Kyrkou, Eftychios G. Christoforou, Stelios Timotheou, Theocharis Theocharides, Christos G. Panayiotou, Marios M. Polycarpou:
Optimizing the Detection Performance of Smart Camera Networks Through a Probabilistic Image-Based Model. IEEE Trans. Circuits Syst. Video Technol. 28(5): 1197-1211 (2018) - [c50]George Plastiras, Maria Terzi, Christos Kyrkou, Theocharis Theocharides:
Edge Intelligence: Challenges and Opportunities of Near-Sensor Machine Learning Applications. ASAP 2018: 1-7 - [c49]Muhammad Shafique, Theocharis Theocharides, Christos-Savvas Bouganis, Muhammad Abdullah Hanif, Faiq Khalid, Rehan Hafiz, Semeen Rehman:
An overview of next-generation architectures for machine learning: Roadmap, opportunities and challenges in the IoT era. DATE 2018: 827-832 - [c48]Christos Kyrkou, George Plastiras, Theocharis Theocharides, Stylianos I. Venieris, Christos-Savvas Bouganis:
DroNet: Efficient convolutional neural network detector for real-time UAV applications. DATE 2018: 967-972 - [c47]Christos Kyrkou, Stelios Timotheou, Panayiotis Kolios, Theocharis Theocharides, Christos G. Panayiotou:
Optimized vision-directed deployment of UAVs for rapid traffic monitoring. ICCE 2018: 1-6 - [c46]George Plastiras, Christos Kyrkou, Theocharis Theocharides:
Efficient ConvNet-based Object Detection for Unmanned Aerial Vehicles by Selective Tile Processing. ICDSC 2018: 3:1-3:6 - [i1]Christos Kyrkou, George Plastiras, Stylianos I. Venieris, Theocharis Theocharides, Christos-Savvas Bouganis:
DroNet: Efficient convolutional neural network detector for real-time UAV applications. CoRR abs/1807.06789 (2018) - 2017
- [j45]Theo Theocharides:
Test Technology TC Newsletter.<